Hi Gang,
This Thursday we will have Tomáš Mikolov talk about his recent work with recurrent neural networks. Hope to see you all there.
Time & Date: 14h00 Thursday July 21st. Location: LISA Lab (AA3256)
Title: Recent advances in neural network based language modeling
Abstract:
I plan to describe novel techniques for training neural network language models. I will introduce the recurrent architecture, class based neural net model, and simple maximum entropy model that can be trained jointly with the neural net model. Together, these techniques allow training of very good language models on hundreds of millions of words. Results after application to the state of the art speech recognition systems will be presented, as well as comparison to other popular language modeling techniques.
Next, I'd like to present some ideas how to further extend and improve the existing models, and how to possibly make them closer to the human performance. I hope for some discussion about this part.
Cheers, Aaron
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